Generative Adversarial Nets
GANs in TensorFlow
This repo attempts to reporduce the amazing work GANs(Goodfellow I J, Pougetabadie J, Mirza M, et al. Generative Adversarial Nets[J]. Advances in Neural Information Processing Systems, 2014, 3:2672-2680.)
How to
setup TensorFlow 1.0 environment, and run the following command.
MNIST
python main.py --dataset=MNIST [--use_gpu=1]
CIFAR
python main.py --dataset=CIFAR
Results
MNIST
To do
- MNIST dataset experiment
- cifar-10 dataset experiment